Relation Extraction on CodRED (open setting)
34.912Micro F1HCRE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HCREBackbone=LLaMA-3.1-8B2026.04 | 34.912 | 49.332 | |
| NEPDBackbone=RoBERTa-large2026.04 | 30.12 | 37.04 | |
| NEPDBackbone=BERT-base2026.04 | 29.16 | 36.36 | |
| End-to-EndBackbone=RoBERTa-large2026.04 | 25.35 | 29.6 | |
| ECRIMBackbone=RoBERTa-large2026.04 | 23.39 | 27.6 | |
| REICBackbone=RoBERTa-large2026.04 | 22.49 | 27.97 | |
| End-to-EndBackbone=BERT-base2026.04 | 22.23 | 28.85 | |
| KXDocREBackbone=RoBERTa-large2026.04 | 21.74 | 23.23 | |
| ECRIMBackbone=BERT-base2026.04 | 19.81 | 22.06 | |
| REICBackbone=BERT-base2026.04 | 19.5 | 23.77 | |
| KXDocREBackbone=BERT-base2026.04 | 18.8 | 19.39 | |
| VanillaBackbone=LLaMA-3.1-8B2026.04 | 15.19 | 17 | |
| DFS-L.Backbone=LLaMA-3.1-8B2026.04 | 14.51 | 18.09 | |
| BFS-L.Backbone=LLaMA-3.1-8B2026.04 | 13.46 | 16.46 | |
| Rs-ICLBackbone=GPT-4o-mini2026.04 | 10.55 | 39.86 |